About​

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About Me

With over 7 years of specialized experience in blockchain analytics and Web3 ecosystem research, I transform complex on-chain data into actionable insights that drive investment decisions and strategic planning.

Data Blockchain Data Specialist & Strategic Analyst

My journey in data science began with a foundation in physical science, which provided me with the analytical framework to approach complex problems. This background, combined with my multilingual capabilities in English, French, and Mandarin, uniquely positions me to analyze global blockchain ecosystems and engage effectively with diverse Web3 communities, particularly in Asian markets.

My expertise spans:
– Advanced on-chain analytics across EVM and non-EVM ecosystems
– Developing data pipelines for blockchain transaction analysis
– Creating visualizations that simplify complex blockchain metrics
– Conducting sentiment analysis to identify early-stage investment opportunities
– Building predictive models for DeFi protocols and market trends

Throughout my career at organizations like Hadron Labs and Irismetrics DAO, I’ve leveraged specialized tools including Dune Analytics, Flipside, The Graph, BigQuery, and Python to research over 50 blockchain projects and identify emerging market trends.

My approach combines technical rigor with strategic thinking, allowing me to translate data findings into clear insights that guide C-level executives and investment committees. Whether analyzing large-scale datasets or researching emerging protocols, I remain committed to uncovering the stories hidden within blockchain data and making them accessible to decision-makers.

My Skills

I leverage specialized blockchain analytics tools and advanced data science techniques to transform complex on-chain data into actionable insights. With expertise in both EVM and non-EVM ecosystems, protocol analysis, and sentiment tracking, I deliver comprehensive intelligence that drives strategic investment decisions and business growth.

Data & Analytics

– Python, SQL, BigQuery
– Dune Analytics, Flipside
– The Graph, Subgraph Queries
– NLP & Sentiment Analysis

Blockchain

– EVM & Non-EVM Analytics
– Smart Contract Analysis
– DeFi Protocol Assessment
– Whale Transaction Tracking

Development

– React
– Solidity
– Dbt & Airflow
– API Integration

Experience

2024-2025

Hadron Labs

Data Analyst

– Orchestrated comprehensive on-chain analysis for a Cosmos ecosystem Layer 1 blockchain, leveraging BigQuery datasets from P2P and Numia to extract actionable intelligence on network growth and user behavior

– Designed and implemented executive dashboards in Looker Studio that visualized critical performance metrics, enabling C-level decision-makers to identify emerging trends and optimize strategic initiatives

– Developed sophisticated “whale tracking” algorithms to monitor high-value wallet activities, resulting in predictive insights about market movements and liquidity shifts that informed treasury management strategies

– Partnered with Business Development to evaluate campaign performance through data-driven KPI analysis, directly contributing to a 30% improvement in user acquisition efficiency

– Integrated on-chain intelligence into product roadmap planning, collaborating with development teams to prioritize features based on quantitative user behavior patterns and network utilization metrics

2019-2024

Irismetrics DAO

Blockchain Investment & Data Specialist

– Researched and analyzed 50+ blockchain projects across both EVM and non-EVM ecosystems, delivering technical investment analyses that directly informed portfolio allocation decisions.

– Developed proprietary NLP models to conduct sentiment analysis of community discussions across Discord, Telegram, and governance forums, successfully identifying early-stage investment opportunities before mainstream recognition.

– Authored comprehensive weekly research reports on emerging DeFi protocols, market trends, and ecosystem developments, providing actionable intelligence to investment committee members.

– Created customized data visualization dashboards using Dune Analytics that transformed complex on-chain metrics into accessible insights, enabling non-technical stakeholders to understand network activity patterns.

– Designed and implemented secure cloud-based SQL infrastructure to store and analyze sensitive blockchain transaction data, ensuring data integrity while maintaining robust security protocols.

– Utilized specialized blockchain analytics tools including Etherscan, Solscan, and The Graph to write Subgraph queries that extracted granular on-chain behavioral data, revealing user adoption patterns and protocol efficiency metrics.

– Leveraged multilingual capabilities to analyze Asian blockchain communities and projects, providing unique market intelligence and expanding investment opportunities beyond Western-focused ecosystems.

2016-2022

Yrism Co. Ltd.

Co-founder and Business Manager

– Spearheaded business growth initiatives that increased annual sales by 75% over four years through strategic market analysis, process optimization, and data-driven decision-making.

– Established and managed comprehensive project management systems for long-term strategic initiatives, creating structured roadmaps that aligned resource allocation with organizational objectives.

– Led successful market expansion efforts into international territories, identifying untapped opportunities and developing entry strategies that generated sustainable revenue growth.

– Conducted monthly sourcing trips to China, leveraging fluency in Mandarin to negotiate directly with manufacturers and secure advantageous pricing for medical and technology products.

– Implemented rigorous quality control processes to ensure all sourced products met European regulatory standards and compliance requirements, maintaining the company’s reputation for reliability.

– Developed a diversified supply chain network across Asia, mitigating procurement risks and creating resilience against market fluctuations and regional disruptions.

2015-2016

Moritex Exports Ltd.

Project Manager

– Led end-to-end international project management, overseeing critical timelines, budgets, and deliverables to ensure operational success in a fast-paced export environment.

– Coordinated complex supply chain logistics between international clients and Asian manufacturers, optimizing processes that reduced procurement costs and delivery timeframes.

– Conducted regular quality assurance visits to Chinese manufacturing facilities, implementing standardized inspection protocols that significantly decreased product defect rates.

– Leveraged fluency in Mandarin to facilitate direct negotiations with Chinese suppliers, eliminating communication barriers and securing more favorable contract terms.

– Developed comprehensive risk assessment frameworks and contingency plans that successfully mitigated supply chain disruptions and maintained project continuity.

– Collaborated with cross-functional teams across design, procurement, and logistics departments to streamline workflows and enhance overall operational efficiency.

Certifications

04.2024

Coursera
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Blockchain Revolution in Financial Services

Skills: Financial Analysis · Risk Management · Tokenization and Asset Management

04.2024

Coursera
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IBM and ISC2 Cybersecurity Specialist

Skills: Network Security · Security Operations Center (SOC) Operations

03.2024

Coursera
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Unilever Digital Marketing Analyst

Skills: Digital Marketing Analyst

04.2023

DataCamp
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Data Scientist in Python

Skills: Data Analytics · Python (Programming Language) · Data Science

04.2023

freeCodeCamp
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Data Analyst with Python

Skills: Data Analytics · Python (Programming Language)

04.2023

freeCodeCamp
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Responsive Web Design

Skills: HTML/CSS · Media Queries · Responsive Typography

10.2022

Udemy
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The Complete Financial Analyst Training & Investing

Skills: Financial Analyst

05.2021

Udemy
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The Complete Business Plan Course

Skills: Business Plan

04.2021

Google

Google Data Analytics Professional Certificate

Skills: Data Analytics

More About Me

Linkedin

My Linkedin Profile

https://www.linkedin.com/in/marcfilias

My Past also on Linkedin

2012-2014

文藻外語大學 Wenzao Ursuline University of Languages

Associate’s Degree Chinese

Skills: Chinese

12.2010-06.2011

Evergreen State College

French teaching assistant

Skills: Optimism · Ambition · Conviction

12.2009-07.2010

Audit Mediterranée

Accounting Assistant

Skills: Probability · Accounting

2003-2008

Université de Nice Sophia Antipolis

Bachelor of Science in Physics

Skills: Probability · Physics · Computer Science · Linux

Github

Public Work

Private Work